Higgsfield Content Factory
DaanKieft/ai-influencer
A 5-stage AI content pipeline using Higgsfield MCP, focused on viral UGC content split evenly across 5 formats: UGC Entertainment (challenges), Street Interview, Unboxing, Product Review, ASMR.
TikTok Shop product differentiation strategy tool. An agent skill from nexscope-ai/eCommerce-Skills.
Install Product Differentiation Tiktok
$ npx skills add nexscope-ai/eCommerce-Skills --skill product-differentiation-tiktok -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install nexscope-ai/eCommerce-Skills product-differentiation-tiktok --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/nexscope-ai/eCommerce-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/product-differentiation/product-differentiation-tiktok .claude/skills/product-differentiation-tiktok && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "product-differentiation-tiktok" agent skill from https://github.com/nexscope-ai/eCommerce-Skills/tree/main/product-differentiation/product-differentiation-tiktok into .claude/skills/product-differentiation-tiktok/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "product-differentiation-tiktok", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/nexscope-ai/eCommerce-Skills/tree/main/product-differentiation/product-differentiation-tiktokType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add nexscope-ai/eCommerce-Skills --skill product-differentiation-tiktok -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install nexscope-ai/eCommerce-Skills product-differentiation-tiktok --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nexscope-ai/eCommerce-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/product-differentiation/product-differentiation-tiktok .agents/skills/product-differentiation-tiktok && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "product-differentiation-tiktok" agent skill from https://github.com/nexscope-ai/eCommerce-Skills/tree/main/product-differentiation/product-differentiation-tiktok into .agents/skills/product-differentiation-tiktok/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "product-differentiation-tiktok", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add nexscope-ai/eCommerce-Skills --skill product-differentiation-tiktok -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install nexscope-ai/eCommerce-Skills product-differentiation-tiktok --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nexscope-ai/eCommerce-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/product-differentiation/product-differentiation-tiktok .cursor/skills/product-differentiation-tiktok && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "product-differentiation-tiktok" agent skill from https://github.com/nexscope-ai/eCommerce-Skills/tree/main/product-differentiation/product-differentiation-tiktok into .cursor/skills/product-differentiation-tiktok/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "product-differentiation-tiktok", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/nexscope-ai/eCommerce-Skills.git --path product-differentiation/product-differentiation-tiktok--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add nexscope-ai/eCommerce-Skills --skill product-differentiation-tiktok -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install nexscope-ai/eCommerce-Skills product-differentiation-tiktok --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nexscope-ai/eCommerce-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/product-differentiation/product-differentiation-tiktok .gemini/skills/product-differentiation-tiktok && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "product-differentiation-tiktok" agent skill from https://github.com/nexscope-ai/eCommerce-Skills/tree/main/product-differentiation/product-differentiation-tiktok into .gemini/skills/product-differentiation-tiktok/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "product-differentiation-tiktok", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install nexscope-ai/eCommerce-Skills product-differentiation-tiktokInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add nexscope-ai/eCommerce-Skills --skill product-differentiation-tiktok -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/nexscope-ai/eCommerce-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/product-differentiation/product-differentiation-tiktok .github/skills/product-differentiation-tiktok && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "product-differentiation-tiktok" agent skill from https://github.com/nexscope-ai/eCommerce-Skills/tree/main/product-differentiation/product-differentiation-tiktok into .github/skills/product-differentiation-tiktok/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "product-differentiation-tiktok", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add nexscope-ai/eCommerce-Skills --skill product-differentiation-tiktok -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install nexscope-ai/eCommerce-Skills product-differentiation-tiktok --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nexscope-ai/eCommerce-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/product-differentiation/product-differentiation-tiktok .opencode/skills/product-differentiation-tiktok && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "product-differentiation-tiktok" agent skill from https://github.com/nexscope-ai/eCommerce-Skills/tree/main/product-differentiation/product-differentiation-tiktok into .opencode/skills/product-differentiation-tiktok/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "product-differentiation-tiktok", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
product-differentiation-tiktok- GitHub stars
- 1.1k
- Token cost
- ~956 tokens
- SKILL.md length
- 137 words
- Files
- 2 (incl. scripts)
- Skills in repo
- 114
- Repo updated
- First seen
- Licence
- MIT
At a glance
TikTok Shop product differentiation strategy tool. An agent skill from nexscope-ai/eCommerce-Skills.
- Tasks that involve Influencer and creator marketing
- SKILL.md covers Installation, Features, TikTok-Specific Analysis and Progressive Analysis Levels, plus 3 more sections
- Runs Python scripts from its folder; calls python3 and npx
- Tasks that involve Content marketing
What it does
Product Differentiation Tiktok is an agent skill from nexscope-ai/eCommerce-Skills. TikTok Shop product differentiation strategy tool. Analyze viral product trends, competitor affiliate strategies, content performance, and identify differentiation opportunities. Includes TikTok-specific metrics like engagement rate, viral potential, and creator collaboration insights. No API key required.
Its SKILL.md is about 960 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/analyzer.py`).
It sits in Marketing & SEO, covering Influencer and creator marketing and Content marketing. It works with TikTok. The repository describes itself as: E-commerce skills for AI agents — product research, marketing automation, supply chain optimization, and business analytics for online sellers across Amazon, Shopify, Etsy… The licence is MIT.
When your agent uses it
- Tasks that involve Influencer and creator marketing
- Tasks that involve Content marketing
Example prompts
- “/product-differentiation-tiktok”
Requirements
- Python 3
- Node.js
What it can do on your machine
Read from SKILL.md and the folder at commit ee0fb29. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 1 file in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python3npx
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
nexscope.ai
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Product Differentiation Tiktok loads about 956 tokens when it runs. Until then it costs about 85 tokens; SKILL.md has 137 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
The full file from nexscope-ai/eCommerce-Skills at commit ee0fb29, republished under its MIT licence (© nexscope-ai). 137 words, ~956 tokens.
Download SKILL.mdSave it as
.claude/skills/product-differentiation-tiktok/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- product-differentiation-tiktok
- description
- TikTok Shop product differentiation strategy tool. Analyze viral product trends, competitor affiliate strategies, content performance, and identify differentiation opportunities. Includes TikTok-specific metrics like engagement rate, viral potential, and creator collaboration insights. No API key required.
- version
- 1.0.0
- author
- Nexscope AI
Product Differentiation — TikTok Shop 🎯
Develop winning product differentiation strategies for TikTok Shop.
Installation
npx skills add nexscope-ai/eCommerce-Skills --skill product-differentiation-tiktok -gFeatures
- Competitor Matrix — Side-by-side product comparison
- Viral Analysis — Trending product patterns
- Pain Point Mining — Extract issues from reviews/comments
- USP Extraction — Identify unique selling points
- Creator Strategy — Affiliate collaboration insights
- Action Plan — Prioritized improvement roadmap
TikTok-Specific Analysis
| Dimension | Method | Output |
|---|---|---|
| Viral Potential | Trend analysis | Virality score |
| Content Style | Video analysis | Hook patterns |
| Creator Fit | Niche matching | Ideal creators |
| Price Sweet Spot | Impulse buy analysis | Optimal pricing |
| Comment Sentiment | Comment NLP | Pain points |
Progressive Analysis Levels
| Level | Required Data | Unlocked Analysis |
|---|---|---|
| L1 Basic | Product info | Basic comparison |
| L2 Viral | + Competitor content | Viral pattern analysis |
| L3 Engagement | + Comments/reviews | Sentiment analysis |
| L4 Complete | + Sales data | Full strategy & action plan |
Usage
Interactive Mode
python3 scripts/analyzer.pyWith Parameters
python3 scripts/analyzer.py '{
"your_product": "Wireless Earbuds",
"competitors": ["shop_id_1", "shop_id_2"],
"category": "Electronics"
}'Output Example
🎯 TikTok Shop Differentiation Report
Product: Wireless Earbuds
Category: Electronics
Competitors Analyzed: 3
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
📊 COMPETITOR COMPARISON
Attribute | You | Comp A | Comp B | Comp C
─────────────────────────────────────────────────
Price | $25 | $20 | $30 | $18
Affiliate Rate | 15% | 20% | 10% | 25%
Avg Views | 50K | 200K | 30K | 150K
Engagement | 5% | 8% | 3% | 7%
Review Score | 4.5 | 4.2 | 4.6 | 4.0
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
🔥 VIRAL PATTERNS (top performers)
1. Unboxing ASMR hooks
2. "You need this" format
3. Before/after demos
4. Creator authenticity
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
😤 TOP PAIN POINTS (from comments)
1. 🔴 Battery not as claimed (mentioned 45x)
2. 🔴 Sound quality issues (mentioned 32x)
3. 🟡 Shipping delays (mentioned 28x)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
✨ DIFFERENTIATION OPPORTUNITIES
1. ⭐ Honest battery claims (build trust)
2. ⭐ Sound demo in content
3. ⭐ Fast shipping highlight
4. ⭐ Higher affiliate rate for top creators
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
📋 ACTION PLAN
Priority | Action | Impact
─────────────────────────────────────────────
HIGH | Create ASMR unboxing | +50% views
HIGH | Partner with nano-creators | +30% sales
MEDIUM | Increase affiliate rate | +20% reach
LOW | Add comparison content | +10% CVRTikTok Strategy Framework
Competitor Product Analysis
↓
Viral Content Pattern Mining
↓
Comment/Review Sentiment
↓
Creator Strategy Development
↓
Content Differentiation Plan
↓
Action PlanPart of Nexscope AI — AI tools for e-commerce sellers.
© nexscope-ai, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file (scripts) in product-differentiation/product-differentiation-tiktok of nexscope-ai/eCommerce-Skills.
- SKILL.md
- scripts/analyzer.py
Open the folder on GitHubat commit ee0fb29
Compare with similar skills
Product Differentiation Tiktok next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Product Differentiation Tiktok this skillnexscope-ai/eCommerce-Skills | 1.1k | — | ~956 | Automated safety check: Pass | MIT | |
| Higgsfield Content FactoryDaanKieft/ai-influencer | 116 | — | ~15k | Automated safety check: Pass | None | |
| Content Engineaffaan-m/ECC | 277k | 3 repos | ~293 | Automated safety check: Pass | MIT | |
| Content Engineaffaan-m/ECC | 276k | — | ~608 | Automated safety check: Pass | MIT | |
| Running MarketingGTM-Strategist/gtm-strategist-skills | 264 | — | ~7.8k | Automated safety check: Pass | MIT | |
| Xinhong Datavivy-yi/xiaohongshu-skills | 481 | — | ~10k | Automated safety check: Pass | None |
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Works with
Categories
Questions about Product Differentiation Tiktok
What does Product Differentiation Tiktok do?
TikTok Shop product differentiation strategy tool. An agent skill from nexscope-ai/eCommerce-Skills. Product Differentiation Tiktok is an agent skill from nexscope-ai/eCommerce-Skills. TikTok Shop product differentiation strategy tool.
When should I use Product Differentiation Tiktok?
Product Differentiation Tiktok fits situations like: tasks that involve Influencer and creator marketing; tasks that involve Content marketing.
How do I install Product Differentiation Tiktok in Claude Code?
Run `npx skills add nexscope-ai/eCommerce-Skills --skill product-differentiation-tiktok -a claude-code`. Or copy the skill folder (product-differentiation/product-differentiation-tiktok in nexscope-ai/eCommerce-Skills) into .claude/skills/product-differentiation-tiktok in your project. Claude Code loads it when a task matches its description.
How do I install Product Differentiation Tiktok in Codex?
Run `npx skills add nexscope-ai/eCommerce-Skills --skill product-differentiation-tiktok -a codex`. Or copy the skill folder (product-differentiation/product-differentiation-tiktok in nexscope-ai/eCommerce-Skills) into .agents/skills/product-differentiation-tiktok in your project. Codex loads it when a task matches its description.
Can I use Product Differentiation Tiktok in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add nexscope-ai/eCommerce-Skills --skill product-differentiation-tiktok -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/product-differentiation-tiktok, .gemini/skills/product-differentiation-tiktok, .github/skills/product-differentiation-tiktok and .opencode/skills/product-differentiation-tiktok in your project.
What does Product Differentiation Tiktok need to run?
Going by SKILL.md and its folder, Product Differentiation Tiktok needs Python for the scripts in its folder and the command-line tools its instructions call (python3 and npx). Our summary lists: Python 3; Node.js.
Does Product Differentiation Tiktok access the network?
SKILL.md names 1 domain. As links in the text: nexscope.ai. This is read from the text; nothing was executed.
Is Product Differentiation Tiktok safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Product Differentiation Tiktok use?
Product Differentiation Tiktok is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Product Differentiation Tiktok use?
About 956 tokens (SKILL.md is roughly 3.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Product Differentiation Tiktok?
Skills that share tags, products or a category with Product Differentiation Tiktok: Higgsfield Content Factory (DaanKieft/ai-influencer, 116 stars), Content Engine (affaan-m/ECC, 277k stars), Content Engine (affaan-m/ECC, 276k stars) and Running Marketing (GTM-Strategist/gtm-strategist-skills, 264 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Product Differentiation Tiktok?
nexscope-ai (a GitHub organization) maintains it in nexscope-ai/eCommerce-Skills, which has 1,109 GitHub stars. The repository holds 114 skills in this directory. The repository was last updated on August 26, 2026.
Source: nexscope-ai/eCommerce-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.